🚀 v3.16.2 - Safe-mode for tracking, Logs collection on/off switch for all adapters

What's Changed

• [fix] Expose capture_terminal_logs for adapters by @mihran113 in #2553
• [fix] Handle Sequence metadata inconsistency by @alberttorosyan in #2562
• [feat] Add exception-free mode to Aim by @alberttorosyan in #2561

Full Changelog: v3.16.1...v3.16.2

🚀 v3.16.1 - Telemetry collection fix, "join community" popup, Non-strict mode for Remote Tracking, Pinned version of `alembic`, Empty illustrations fix

What's Changed

• [fix] Set alembic required version to be >= 1.5.0 by @justinvyu in #2538
• [fix] Reduce segment flush() timeout interval and retry count by @alberttorosyan in #2542
• [fix] Fix empty-illustrations font-size for Figures and Audios explorers by @KaroMourad in #2524
• [fix] Use non-strict mode when saving HF model metadata by @alberttorosyan in #2531
• [feat] Add "join community" popup to the sidebar by @KaroMourad in #2545
• [fix] Add set() method implementation for RT TreeView classes by @alberttorosyan in #2532

Full Changelog: v3.16.0...v3.16.1

🚀 v3.16.0 - Run log messages, TensorBoard real-time sync, integrations with Datasets, Acme and Stable-Baselines3

What's Changed

• [feat] Display logged run messages in Run page by @VkoHov in #2492
• [feat] Extend Run to support tensorboard logs real-time sync by @Sharathmk99 in #2065
• [feat] Add Stable-Baselines3 integration by @tmynn in #2452
• [feat] Add Acme integration by @tmynn in #2453
• [feat] Add huggingface/datasets integration by @tmynn in #2454
• [feat] Add wheels for Python 3.11 by @alberttorosyan in #2493
• [fix] Set upper version limitations for critical libs by @mihran113 in #2513
• [fix] Fix lodash-es jest tests failing issue by @arsengit in #2381
• [doc] Update home page doc by @arsengit in #2392
• [doc] Remote tracking server scaling by @mihran113 in #2396
• [feat] Add other x-axis alignment and system logs tracking to cli convert wandb by @hjoonjang in #2403
• [doc] Update community invite links to point to the discord server by @gorarakelyan in #2413
• [feat] Add Distribution .from_histogram and .from_samples by @YodaEmbedding in #2310
• [fix] Track gpu stats even if gathering one stat fails by @timokau in #2422
• [feat] Add discord community link by @arsengit in #2435
• [feat] Changed get_offset_position method output by @tmynn in #2443
• [feat] Revamp import-order groups of eslint configuration by @KaroMourad in #2418
• [feat] Add a high-level api on engine to show notifications by @KaroMourad in #2404
• [feat] Add custom-state persistence functionality using URL on BaseExplorer by @rubenaprikyan in #2450
• [doc] Update the community button to "Discord" in GH issues by @gorarakelyan in #2461
• [doc] Update the high-lvl roadmap by @gorarakelyan in #2456
• [doc] Add additional example to clarify performance diff by @dsblank in #2410
• [feat] Enable support for protobuf v4 by @mihran113 in #2476
• [fix] Subpath support for worker addresses by @mihran113 in #2448
• [fix] Resolve issues with experiment name update by @mihran113 in #2474
• [fix] Update performance tests' baselines by @mihran113 in #2486
• [feat] Provide support for signaling run events via Remote Tracking by @alberttorosyan in #2484
• [feat] Drop support for python3.6 by @mihran113 in #2477
• [fix] Open container in read-only mode for indexing by @alberttorosyan in #2479
• [feat] Track DVC Params by @tmynn in #2447
• [feat] Track events on SDK side by @alberttorosyan in #2490
• [fix] Resolve race conditions for runs' experiment setting by @mihran113 in #2499
• [feat] Add Prophet integration by @grigoryan-davit in #2495
• [feat] Add the ability to easily copy run hash with a single click by @VkoHov in #2504
• [feat] Add metadata tracking for 'Dataset' type alongside 'DatasetDict' by @tmynn in #2502
• [feat] Add HF transformers model info by @tmynn in #2519
• [feat] Switch to aimrocks 0.3.1 by @alberttorosyan in #2523
• [feat] Support multiple datasets tracking for HF trainer by @tmynn in #2518
• [feat] Track events on SDK side by @alberttorosyan in #2490

New Contributors

• @timokau made their first contribution in #2422
• @dsblank made their first contribution in #2410
• @grigoryan-davit made their first contribution in #2495

Full Changelog: v3.15.2...v3.16.0

🚀 v3.15.2 - Experiment descriptions in Explorers, Remote Tracking worker port fix, discord community link

What's Changed

• [fix] Change logging level for reporter debug messages (alberttorosyan)
• [fix] Fix styling issues on the experiment page (KaroMourad)
• [fix] Fix client side worker port calculation for RTS (mihran113)
• [fix] Add discord community link in the sidebar (arsengit)
• [fix] Display experiments descriptions in the explorers tables (arsengit)

Full Changelog: v3.15.1...v3.15.2

🚀 v3.15.1 - Runs locking backward compatibility fix

What's Changed

• [fix] Resolve issue with index container lock for older repos by @mihran113 in #2401
• [fix] Fix incorrect empty-illustration message in Audios Explorer by @KaroMourad in #2395

Full Changelog: v3.15.0...v3.15.1

🚀 v3.15.0 - Callbacks and Notifications, line chart legends, robust locking mechanism, Audios Explorer, Experiment page

What's Changed

• [feat] Implement callbacks and notifications system by @alberttorosyan in #2305
• [feat] Display chart legends in Metrics Explorer by @KaroMourad in #2333
• [feat] Robust runs locking mechanism by @alberttorosyan in #2349
• [feat] Add Audios Explorer by @VkoHov in #2308
• [feat] Implement Experiment page by @VkoHov in #2337
• [feat] Enable remote tracking server scaling by @mihran113 in #2160
• [feat] Add Optuna integration by @tmynn in #2228
• [feat] Add PaddlePaddle integration, minor fixes on optuna by @tmynn in #2281
• [doc] Update the high-level roadmap by @gorarakelyan in #2252
• [feat] Implement custom event emitting system for base explorer by @VkoHov in #2266
• [fix] Resource cleanup for remote tracking heartbeat by @mihran113 in #2296
• [feat] Add pytorch lightning epoch tracking by @tmynn in #2271
• [fix] Resolve merge conflicts between main and release branches by @rubenaprikyan in #2309
• [feat] Implement the blobs URI system engine in the base explorer by @VkoHov in #2298
• [fix] Update performance tests' baselines by @mihran113 in #2304
• [fix] Add -r to pip install instruction in CONTRIBUTING.md by @jangop in #2318
• [fix] Handle multiple KeyboardInterrupt exceptions by @alberttorosyan in #2275
• [fix] Resolve issues with multiple progress bars handling for log capturing by @mihran113 in #2315
• [feat] Added the immer module to the dependency list by @VkoHov in #2331
• [fix] Remove non unicode symbols from aim up command logs by @mihran113 in #2332
• [fix] Use packaging.version to parse version strings by @jangop in #2317
• [feat] Revamp dashboard page project statistics cards by @KaroMourad in #2352
• [fix] Add retries to linux wheels build command by @mihran113 in #2345
• [feat] Add an ability to router to act as a worker by @mihran113 in #2355
• [fix] Add timeout_minutes argument to Linux build step retry by @alberttorosyan in #2363
• [fix] Fix issue with playing audio in full view mode by @KaroMourad in #2357
• [fix] Change unit tests python version for nightly releases by @mihran113 in #2366
• [feat] Add Figures and Audios as options to Compare dropdown by @KaroMourad in #2372
• [fix] Bring all history in cli convert wandb w/o implicit sampling by @hjoonjang in #2348
• [fix] Resolve compatibility issues of collections package for python 3.10 and upper by @mihran113 in #2379
• [fix] Leave color information in tracked terminal logs by @mihran113 in #2380
• [fix] Change nightly releases schedule by @mihran113 in #2377
• [fix] Show table diff for when elements are container types by @kumarshreshtha in #2362
• [fix] Support non-Latin chars for encoding in Aim UI by @roubkar in #2376
• [feat] Add multi-flag support for check-ins by @mahnerak in #2350
• [fix] Fix linting issues and cleanup the code by @KaroMourad in #2382
• [fix] Fix experiment name formatting issue when adding to the query by @KaroMourad in #2387
• [fix] Inherit IRunInfo from Generic['T'] as well by @mihran113 in #2388
• [fix] Rename log methods after incorrect merge by @alberttorosyan in #2389
• [fix] Add finalizers to all RT server objects by @alberttorosyan in #2390
• [doc] Add callbacks and notifications docs by @gorarakelyan in #2391

New Contributors

• @jangop made their first contribution in #2318
• @hjoonjang made their first contribution in #2348
• @kumarshreshtha made their first contribution in #2362

Full Changelog: v3.14.4...v3.15.0

🚀 v3.14.4 - UI usability, runs watcher and SDK minor fixes

What's Changed

• [fix] Fix the group property name visibility in the images and audio tabs by @VkoHov in #2313
• [fix] Add notifier config files to aim package by @alberttorosyan in #2292
• [fix] Audios to numpy conversion by @mihran113 in #2328
• [feat] Change the icon color contrast of the manage columns popover by @VkoHov in #2325
• [fix] Fix dropdowns selected options losses in time of searching other options in Figures Explorer by @rubenaprikyan in #2338

Full Changelog: v3.14.3...v3.14.4

🚀 v3.14.3 - Fix of empty search queries in explorers

What's Changed

• [fix] Fix search for empty queries in explorers @KaroMourad in #2306

Full Changelog: v3.14.2...v3.14.3

🚀 v3.14.2 - Colorized logs, Figures Explorer URL sync, SDK fixes

What's Changed

• [fix] Mark tag color and description as optional in response schema by @alberttorosyan in #2268
• [fix] Initialize seq_cls argument in Run.metrics() method implementation by @alberttorosyan in #2262
• [feat] Implement the color formatting in the logs tab by @VkoHov in #2285
• [fix] Fix in-progress runs indicators overlapping issue by active points by @KaroMourad in #2273
• [fix] Fix solid stroke rendering issue by @KaroMourad in #2299
• [feat] Add the ability to highlight syntax error on query form by @KaroMourad in #2294
• [fix] Remote heartbeat resource cleanup by @mihran113 in #2300
• [feat] Persist explorer state on Figures and Base Explorers by @rubenaprikyan in #2214

Full Changelog: v3.14.1...v3.14.2

🚀 v3.14.1 - Home page minor bugfixes

What's Changed

• [fix] Fix the current release duplication highlighting issue on the home page by @arsengit in #2254
• [fix] Fix checkbox padding issue on the home page by @arsengit in #2257

Full Changelog: v3.14.0...v3.14.1